ArticleBMC medical education2023
Association of applicant demographic factors with medical school acceptance.
Article in BMC medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.
- Socioeconomic and economic factors affecting access and progression in medical schools: a systematic review and meta-analysis.Journal of educational evaluation for health professions · 2026Pooled it
- From Aspiration to Admission: Understanding Pre-Medical Student Perceptions and Decision-Making Processes.The clinical teacher · 2026Article
- From MCAT to USMLE: how familial background shapes medical student success.BMC medical education · 2026Article
- Exploring institutional stratification: Minority-serving institutional pathways to medical school acceptance in the United States.Medical education · 2025Article
- The Value of First-Generation College Students in Medicine: Bridging Gaps and Driving Innovation.Cureus · 2025Article
- Socio-demographic predictors of admission to Bachelor of Physiotherapy Programme: a retrospective cohort study.Archives of physiotherapyArticle
- Testing bias: The hidden influence of race, gender, and identity in medical assessment.Academic pathologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedical school acceptance rates in the United States (US) have been lower for applicants who identify as Underrepresented-in-Medicine (UiM) compared to non-UiM applicants. The gap between UiM and no-UiM groups is narrowing in recent years. Less well-studied are associations of acceptance decisions with family income and parental education. This study's purpose is to evaluate the relationships between medical school acceptance and family income, parental education status, racial/ethnic background, Grade Point Average (GPA), Medical College Admission Test (MCAT) score, and participation in extracurricular activities.
methodsThis is a cross-sectional study of first-time US medical school applicants between 2017 and 2020. Acceptance rates for first-time applicants were calculated for first-generation (FG), low-income (LI), and UiM applicants. Associations of these attributes with MCAT scores, science GPAs, and seven categories of extracurricular activities were evaluated. Regression analyses estimated associations between acceptance to medical school with all variables with and without interaction terms (FG*URM, LI*URM, FG*LI).
resultsThe overall acceptance rate for first-time applicants from 2017-2020 was 45.3%. The acceptance rates among FG, LI and UiM applicants were 37.9%, 39.6% and 44.2%, respectively. In univariable logistic regression analyses, acceptance was negatively associated with being FG (OR: 0.68, CI: 0.67-0.70), LI (OR: 0.70, CI: 0.69-0.72), and UiM (OR: 0.95, CI: 0.93-0.97). In multivariable regression, acceptance was most strongly associated with science GPA (OR: 7.15, CI: 6.78-7.54 for the highest quintile) and UiM (OR: 5.56, CI: 5.48-5.93) status and MCAT score (OR: 1.19, CI: 1.18-1.19), FG (OR: 1.14, CI: 1.10-1.18), and most extracurricular activities. Including interaction terms revealed a negative association between acceptance and LI (OR:0.90, CI: 0.87-0.94) and FG was no longer significant (OR:1.10, CI:0.96-1.08).
conclusionsCollectively these results suggest medical school admissions committees may be relying on holistic admission practices. While MCAT and GPA scores continue to predict acceptance, individuals from racially and ethnically UiM backgrounds have favorable odds of acceptance when controlling for MCAT and GPA. However, these positive associations were not seen for low-income and first-generation applicants. Additional preparation for college and the MCAT for these latter groups may help further diversify the medical profession.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.